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The Gan Zoo ⭐ 13,546

A list of all named GANs!

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

3d R2n2 ⭐ 1,097

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

3d Convolutional Speaker Recognition ⭐ 634

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

Pyvideoresearch ⭐ 435

A repository of common methods, datasets, and tasks for video research

OctNet: Learning Deep 3D Representations at High Resolutions

Awesome Local Global Descriptor ⭐ 386

My personal note about local and global descriptor

Pointconv ⭐ 351

Pseudo 3d Residual Networks ⭐ 329

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

C3dpo_nrsfm ⭐ 279

C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.

Splatnet ⭐ 254

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

Rendernet ⭐ 217

Code for RenderNet: A deep convolutional network for differentiable rendering from 3D shapes

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

3dmmasstn ⭐ 194

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Multi-view 3D Models from Single Images with a Convolutional Network

Master_thesis_code ⭐ 181

Code for my master thesis: Vehicle Detection and Pose Estimation for Autonomous Driving

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Emergent ⭐ 158

This is the new version of the emergent neural network simulation software, written now in Go (golang)

3dgnn_pytorch ⭐ 142

3D Graph Neural Networks for RGBD Semantic Segmentation

Pointconv_pytorch ⭐ 136

pytorch version of PointConv

Tutorial About 3d Convolutional Network ⭐ 136

Tutorial about 3D convolutional network

Object Detection Development ⭐ 135

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

3d Deep Learning ⭐ 122

3D Deep Learning works

Hairgans ⭐ 122

The Networks for "Hair-GAN: Recovering 3D Hair Structure from a Single Image using Generative Adversarial Networks"

Pointrcnn ⭐ 104

PointRCNN+Frustum Pointnet

3d Brain Segmentation ⭐ 104

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

Sketchmodeling ⭐ 103

Source code for the Sketch Modeling project: reconstruct a 3D shape from line drawing sketches.

S3d.pytorch ⭐ 89

Spatiotemporal-separable 3D convolution network.

Triangulation Learning Network: from Monocular to Stereo 3D Object Detection | KITTI

Single Image 3D Interpreter Network

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

3d Fcr Alphagan ⭐ 83

Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes

Dogfight Sandbox Hg2 ⭐ 82

Air to air combat sandbox, created in Python 3 using the HARFANG 3D 2 framework.

Sketchcnn ⭐ 79

Robust freeform surface modeling from user 2d sketches.

Awesome 3d Point Cloud Semantic Segement ⭐ 78

3D点云语义分割汇总，所有顶会论文以及一些arxiv上的最新论文

3d Convolutional Speaker Recognition Pytorch ⭐ 78

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

3d Reconstruction With Neural Networks ⭐ 73

3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)

3DN: 3D Deformation Network, CVPR 2019

Awesome Point Cloud Learning ⭐ 66

A curated list of papers & resources linked to deep learning on point clouds.

Networkmaps ⭐ 63

Online network diagram editor

3d Deep Learning Paper List ⭐ 58

3d Convolutional Network ⭐ 57

Alzheimer disease diagnosis by Deeply Supervised 3D Convolutional Network

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

Probabilistic Dense Displacement Network (3D discrete deep learning registration)

Semidensenet ⭐ 48

Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.

Field Probing Neural Networks for 3D Data

Unsupervised 3d Reconstruction ⭐ 47

Implementation of Unsupervised 3D Reconstruction Network

3d Hourglass Network ⭐ 46

3D HourGlass Networks for Human Pose Estimation Through Videos

Reading_list ⭐ 46

Glest Source ⭐ 45

Glest is a network multi-player cross-platform 3D real-time strategy (RTS) game, where you create armies of units and battle different factions.

Cvpr 2020 Point Cloud Analysis ⭐ 44

CVPR 2020 papers focusing on point cloud analysis

Cdb To 3dtiles ⭐ 44

Convert CDB to 3D Tiles

Helios Web ⭐ 40

A web-based framework to visualize dynamic networks in real-time.

Code for MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior.

Hyperspectral Image Spatial Super Resolution Via 3d Full Convolutional Neural Network ⭐ 36

Hyperspectral Image Spatial Super-Resolution via 3D-Full-Convolutional-Neural-Network

D3dhelper ⭐ 36

Unofficial sample code for Distilled 3D Networks (D3D) in Tensorflow.

Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.

3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels

Code for Multiresolution Tree Networks for 3D Point Cloud Processing (ECCV 2018)

MaskNet: A Fully Convolutional Network to Estimate Inlier Points

3d Object Reconstrution ⭐ 32

A curated list of awesome Single-view 3D Object Reconstruction papers & resources

The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes"

3dfacepointcloudnet ⭐ 30

Data-Free Point Cloud Network for 3D Face Recognition

Liftpose3d ⭐ 29

Generative Sparse Detection Networks for 3D Single-shot Object Detection

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

Face De Occlusion Using 3d Morphable Model And Generative Adversarial Network ⭐ 26

Face de-occlusion using 3D morphable model and generative adversarial network

3d Point Clouds Hypercloud ⭐ 26

The official implementation of the "Hypernetwork approach to generating point clouds" paper

A package to generate and train a UNET deep convolutional network for 2D and 3D image segmentation

Brain vessel segmentation using 3D convolutional neural networks

Acdc2017 ⭐ 20

Eccv 2020 Point Cloud Analysis ⭐ 20

ECCV 2020 papers focusing on point cloud analysis

This is the official repo for "S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Network"

Isbi2018 Diagnostic Classification Of Lung Nodules Using 3d Neural Networks ⭐ 19

Network Architecture for the ISBI_2018 paper : DIAGNOSTIC CLASSIFICATION OF LUNG NODULES USING 3D NEURAL NETWORKS

Quel_solaar ⭐ 17

Mirror of the open source (Free BSD licence) libraries developed by Eskil Steenberg. (gamepipeline.org)

Highres3dnet ⭐ 17

3dregnet ⭐ 16

[CVPR 2020, Poster] 3DRegNet: A Deep Neural Network for 3D Point Registration (Not Updated)

Implementation of Iterative Transformer Network for 3D Point Cloud

Neural Scene Representation And Rendering ⭐ 15

Generative Query Network for rendering 3D scenes from 2D images

OpenGL network monitor (more eyecandy than actually useful)

3d Convnet For Alzheimer S Detection ⭐ 15

3D brain image preprocessing and training (coded when I was a sophomore)

Class_feature_visualization_pyramid ⭐ 14

PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

Sensor Node Ls V1 ⭐ 14

Squirco Sensor Network Light Switch Open Edition

3d Eli Fuel ⭐ 14

Layout algorithms for 3D networks with curved links.

Pseudo 3d Residual Networks Mxnet ⭐ 14

mxnet deploy version of pseudo-3d-residual-networks(P-3D), sport1m and Kinetics pretrained model is supported

Unsupervised Shape Distinction Detection ⭐ 14

Infrastructure ⭐ 14

Description and configuration of my infrastructure: Computers, Phone, Servers and 3D printer.

Video Inpainting ⭐ 13

Video Inpainting using 3D Convolutional Neural Network autoencoder

Ngimu Software Public ⭐ 13

Citygml Utilitynetwork Ade ⭐ 12

CVPR '17 Paper Collection

3d Dense Residual Network For Action Recognition ⭐ 12

3D Dense Residual Network for Action Recognition

3d Deep Learning Wiki ⭐ 11

A curated list and descriptions of resources related to 3D Deep Learning

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